Developer ecosystem comparison
vs

ggml vs Writer

Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.

ggml (AI inference at the edge) and Writer (Generative AI built for your business) both appear on the Smoower Developer Ecosystem Index.

ggml (rank #103) holds a modest lead over Writer (rank #298) on the overall Smoower ecosystem score (55 vs 45). The gap of 10 points reflects composite signals across code, docs, community and reach.

On education (docs, guides and learning material for developers), ggml is slightly ahead of Writer. On community (issue response, PR reviews and discussion health), ggml is clearly ahead of Writer. On reach (how visible the ecosystem is beyond its own repos), ggml is clearly ahead of Writer. On momentum (release cadence and how fast the ecosystem moves), Writer is ahead of ggml.

ggml carries 191,415 GitHub stars across 22 public repos, with 15 repositories active in the last 90 days and 308 external contributors on record. Writer shows 1,801 stars across 34 public repos, 8 active in the last 90 days and 6 external contributors. The star gap on its own does not decide the comparison, but ggml's footprint is roughly 106.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

ggml is the stronger read for anyone weighting reach. Writer looks better where momentum is the deciding factor. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.

Side-by-side metrics

MetricggmlWriter
Ranking
Overall rank#103#298
Pillars
Overall5545
Code4747
Education7874
Community8042
Reach9016
Momentum3444
Builder experience00
Signals
Stars191,4151,801
Forks28,215169
Public repos2234
Active repos (90d)158
External contributors3086
Avg polish5053
Avg AI-readiness3238

Fork ecosystems

Loading fork ecosystem…
Loading fork ecosystem…
View ggml developer profileView Writer developer profile